"GPT 5.4 thinking not only underperforms GPT 5.3 codex but also GPT 5.2 codex and even GPT 5.2 thinking on OpenAI proof Q and A, a benchmark made from 20 internal research and engineering bottlenecks that were actually encountered at OpenAI."